Damien Teney

According to our database, Damien Teney authored at least 52 papers between 2011 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Neural Redshift: Random Networks are not Random Functions.

Damien Teney, Armand Nicolicioiu, Valentin Hartmann, Ehsan Abbasnejad

CoRR, 2024

Bi-directional Training for Composed Image Retrieval via Text Prompt Learning.

Zheyuan Liu, Weixuan Sun, Yicong Hong, Damien Teney, Stephen Gould

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

2023

Zero-shot Retrieval: Augmenting Pre-trained Models with Search Engines.

Hamed Damirchi, Cristian Rodriguez Opazo, Ehsan Abbasnejad, Damien Teney, Javen Qinfeng Shi, Stephen Gould, Anton van den Hengel

CoRR, 2023

Shortcut Bias Mitigation via Ensemble Diversity Using Diffusion Probabilistic Models.

Luca Scimeca, Alexander Rubinstein, Damien Teney, Seong Joon Oh, Armand Mihai Nicolicioiu, Yoshua Bengio

CoRR, 2023

ZooPFL: Exploring Black-box Foundation Models for Personalized Federated Learning.

Wang Lu, Hao Yu, Jindong Wang, Damien Teney, Haohan Wang, Yiqiang Chen, Qiang Yang, Xing Xie, Xiangyang Ji

CoRR, 2023

Leveraging Diffusion Disentangled Representations to Mitigate Shortcuts in Underspecified Visual Tasks.

Luca Scimeca, Alexander Rubinstein, Armand Mihai Nicolicioiu, Damien Teney, Yoshua Bengio

CoRR, 2023

Learning Diverse Features in Vision Transformers for Improved Generalization.

Armand Mihai Nicolicioiu, Andrei Liviu Nicolicioiu, Bogdan Alexe, Damien Teney

CoRR, 2023

Selective Mixup Helps with Distribution Shifts, But Not (Only) because of Mixup.

Damien Teney, Jindong Wang, Ehsan Abbasnejad

CoRR, 2023

Candidate Set Re-ranking for Composed Image Retrieval with Dual Multi-modal Encoder.

Zheyuan Liu, Weixuan Sun, Damien Teney, Stephen Gould

CoRR, 2023

A Symbolic Framework for Systematic Evaluation of Mathematical Reasoning with Transformers.

Jordan Meadows, Marco Valentino, Damien Teney, André Freitas

CoRR, 2023

ID and OOD Performance Are Sometimes Inversely Correlated on Real-world Datasets.

Damien Teney, Yong Lin, Seong Joon Oh, Ehsan Abbasnejad

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022

EBMs vs. CL: Exploring Self-Supervised Visual Pretraining for Visual Question Answering.

Violetta Shevchenko, Ehsan Abbasnejad, Anthony R. Dick, Anton van den Hengel, Damien Teney

CoRR, 2022

SelecMix: Debiased Learning by Contradicting-pair Sampling.

Inwoo Hwang, Sangjun Lee, Yunhyeok Kwak, Seong Joon Oh, Damien Teney, Jin-Hwa Kim, Byoung-Tak Zhang

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Predicting Is Not Understanding: Recognizing and Addressing Underspecification in Machine Learning.

Damien Teney, Maxime Peyrard, Ehsan Abbasnejad

Proceedings of the Computer Vision - ECCV 2022, 2022

Evading the Simplicity Bias: Training a Diverse Set of Models Discovers Solutions with Superior OOD Generalization.

Damien Teney, Ehsan Abbasnejad, Simon Lucey, Anton van den Hengel

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Active Learning by Feature Mixing.

Amin Parvaneh, Ehsan Abbasnejad, Damien Teney, Reza Haffari, Anton van den Hengel, Javen Qinfeng Shi

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Vision-Language Pretraining: Current Trends and the Future.

Aishwarya Agrawal, Damien Teney, Aida Nematzadeh

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics, 2022

2021

Reasoning over Vision and Language: Exploring the Benefits of Supplemental Knowledge.

Violetta Shevchenko, Damien Teney, Anthony R. Dick, Anton van den Hengel

CoRR, 2021

Unshuffling Data for Improved Generalization in Visual Question Answering.

Damien Teney, Ehsan Abbasnejad, Anton van den Hengel

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Beyond Question-Based Biases: Assessing Multimodal Shortcut Learning in Visual Question Answering.

Corentin Dancette, Rémi Cadène, Damien Teney, Matthieu Cord

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Image Retrieval on Real-life Images with Pre-trained Vision-and-Language Models.

Zheyuan Liu, Cristian Rodriguez Opazo, Damien Teney, Stephen Gould

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

2020

Visual Question Answering with Prior Class Semantics.

Violetta Shevchenko, Damien Teney, Anthony R. Dick, Anton van den Hengel

CoRR, 2020

Unshuffling Data for Improved Generalization.

Damien Teney, Ehsan Abbasnejad, Anton van den Hengel

CoRR, 2020

On the Value of Out-of-Distribution Testing: An Example of Goodhart's Law.

Damien Teney, Ehsan Abbasnejad, Kushal Kafle, Robik Shrestha, Christopher Kanan, Anton van den Hengel

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Counterfactual Vision-and-Language Navigation: Unravelling the Unseen.

Amin Parvaneh, Ehsan Abbasnejad, Damien Teney, Qinfeng Shi, Anton van den Hengel

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Medical Data Inquiry Using a Question Answering Model.

Zhibin Liao, Lingqiao Liu, Qi Wu, Damien Teney, Chunhua Shen, Anton van den Hengel, Johan Verjans

Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020

Learning What Makes a Difference from Counterfactual Examples and Gradient Supervision.

Damien Teney, Ehsan Abbasnejad, Anton van den Hengel

Proceedings of the Computer Vision - ECCV 2020, 2020

Counterfactual Vision and Language Learning.

Ehsan Abbasnejad, Damien Teney, Amin Parvaneh, Javen Shi, Anton van den Hengel

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

V-PROM: A Benchmark for Visual Reasoning Using Visual Progressive Matrices.

Damien Teney, Peng Wang, Jiewei Cao, Lingqiao Liu, Chunhua Shen, Anton van den Hengel

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

On Incorporating Semantic Prior Knowlegde in Deep Learning Through Embedding-Space Constraints.

Damien Teney, Ehsan Abbasnejad, Anton van den Hengel

CoRR, 2019

Actively Seeking and Learning From Live Data.

Damien Teney, Anton van den Hengel

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018

Visual Question Answering as a Meta Learning Task.

Damien Teney, Anton van den Hengel

Proceedings of the Computer Vision - ECCV 2018, 2018

Tips and Tricks for Visual Question Answering: Learnings From the 2017 Challenge.

Damien Teney, Peter Anderson, Xiaodong He, Anton van den Hengel

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Vision-and-Language Navigation: Interpreting Visually-Grounded Navigation Instructions in Real Environments.

Peter Anderson, Qi Wu, Damien Teney, Jake Bruce, Mark Johnson, Niko Sünderhauf, Ian D. Reid, Stephen Gould, Anton van den Hengel

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Bottom-Up and Top-Down Attention for Image Captioning and Visual Question Answering.

Peter Anderson, Xiaodong He, Chris Buehler, Damien Teney, Mark Johnson, Stephen Gould, Lei Zhang

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

2017

Visual Question Answering: A Tutorial.

Damien Teney, Qi Wu, Anton van den Hengel

IEEE Signal Process. Mag., 2017

Visual question answering: A survey of methods and datasets.

Qi Wu, Damien Teney, Peng Wang, Chunhua Shen, Anthony R. Dick, Anton van den Hengel

Comput. Vis. Image Underst., 2017

Bottom-Up and Top-Down Attention for Image Captioning and VQA.

Peter Anderson, Xiaodong He, Chris Buehler, Damien Teney, Mark Johnson, Stephen Gould, Lei Zhang

CoRR, 2017

Graph-Structured Representations for Visual Question Answering.

Damien Teney, Lingqiao Liu, Anton van den Hengel

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

2016

Zero-Shot Visual Question Answering.

Damien Teney, Anton van den Hengel

CoRR, 2016

Learning to Extract Motion from Videos in Convolutional Neural Networks.

Damien Teney, Martial Hebert

Proceedings of the Computer Vision - ACCV 2016, 2016

2015

A hierarchical Bayesian network for face recognition using 2D and 3D facial data.

Iman Abbasnejad, Damien Teney

Proceedings of the 25th IEEE International Workshop on Machine Learning for Signal Processing, 2015

Hand parsing for fine-grained recognition of human grasps in monocular images.

Akanksha Saran, Damien Teney, Kris M. Kitani

Proceedings of the 2015 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2015

Learning similarity metrics for dynamic scene segmentation.

Damien Teney, Matthew Brown, Dimitry Kit, Peter Hall

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

2014

Multiview feature distributions for object detection and continuous pose estimation.

Damien Teney, Justus H. Piater

Comput. Vis. Image Underst., 2014

Segmentation of Dynamic Scenes with Distributions of Spatiotemporally Oriented Energies.

Damien Teney, Matthew Brown

Proceedings of the British Machine Vision Conference, 2014

2013

Probabilistic Models of Visual Appearance For Object Identity, Class, and Pose Inference.

Damien Teney

PhD thesis, 2013

Modeling Pose/Appearance Relations for Improved Object Localization and Pose Estimation in 2D images.

Damien Teney, Justus H. Piater

Proceedings of the Pattern Recognition and Image Analysis - 6th Iberian Conference, 2013

Continuous Pose Estimation in 2D Images at Instance and Category Levels.

Damien Teney, Justus H. Piater

Proceedings of the Tenth Conference on Computer and Robot Vision, 2013

2012

Generalized Exemplar-Based Full Pose Estimation from 2D Images without Correspondences.

Damien Teney, Justus H. Piater

Proceedings of the 2012 International Conference on Digital Image Computing Techniques and Applications, 2012

Sampling-Based Multiview Reconstruction without Correspondences for 3D Edges.

Damien Teney, Justus H. Piater

Proceedings of the 2012 Second International Conference on 3D Imaging, 2012

2011

Probabilistic Object Models for Pose Estimation in 2D Images.

Damien Teney, Justus H. Piater

Proceedings of the Pattern Recognition - 33rd DAGM Symposium, Frankfurt/Main, Germany, August 31, 2011